TY - JOUR
T1 - Epstein–Barr Virus, Lower Vitamin D, Low Sun Exposure, and HLA-DRB1*1501 Risk Variant Share Common Epigenetic Pathways Leading to Multiple Sclerosis Onset
AU - Simpson-Yap, Steve
AU - Morwitch, Ellen
AU - Tanner, Samuel A.
AU - Thomson, Sarah M.
AU - Eisner, Alex
AU - Lea, Rod A.
AU - Kilpatrick, Trevor
AU - Lechner-Scott, Jeannette
AU - Scott, Rodney J.
AU - Xavier, Alexandre
AU - Maltby, Vicki E.
AU - Lucas, Robyn M.
AU - Taylor, Bruce V.
AU - Lidbury, Brett A.
AU - Broadley, Simon A.
AU - van der Mei, Ingrid
AU - Merid, Mehari Woldemariam
AU - Novakovic, Boris
AU - Saffery, Richard
AU - Hedström, Anna Karin
AU - Stridh, Pernilla
AU - Olsson, Tomas
AU - Jagodic, Maja
AU - Alfredsson, Lars
AU - Ponsonby, Anne Louise
AU - Chapman, Caron
AU - Coulthard, Alan
AU - Dear, Keith
AU - Dwyer, Terry
AU - Kilpatrick, Trevor
AU - Lucas, Robyn M.
AU - McMichael, Tony
AU - Ponsonby, Anne Louise
AU - Taylor, Bruce
AU - Valery, Patricia
AU - van der Mei, Ingrid
AU - Williams, David
N1 - Publisher Copyright:
© 2025 The Author(s). Annals of Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association.
PY - 2026/2
Y1 - 2026/2
N2 - Objectives: Multiple sclerosis (MS) onset risk factors include Epstein–Barr virus (EBV) indices (including host response), lower serum 25-vitamin D (25(OH)D) levels, low sun exposure, and HLA-DRB1*1501. The underlying molecular mechanisms are unclear. Here, we examined mediation through differential DNA methylation (DNAm) to better understand possible epigenetic programming. Methods: Two case-control studies (Ausimmune Study, Australia = 206 cases + 348 controls; and Epidemiologic Investigations of MS [EIMS], Sweden = 140 cases + 139 controls). DNAm was measured using Illumina arrays. Dimension-reduction methods generated MS-associated DNAm modules. Pathway enrichment analyses were used to describe DNAm modules’ system-level biological characteristics. Individual and joint associations with MS risk were assessed using logistic regression. DNAm module mediation of risk factor-outcome associations were assessed using mediation analysis. A range of temporality analyses were used. Results: EBV indices (infectious mononucleosis history and anti-EBNA IgG titer), lower 25(OH)D, low sun exposure, and HLA-DRB1*1501 risk variant were individually and jointly associated with MS risk. In each study, 2 DNAm modules were found which mediated multiple exposure-MS associations. Proportions mediated ranged from 21 to 47% in Ausimmune and 25 to 53% in EIMS. Results were robust to sensitivity analyses. Top-ranked genomewide association study (GWAS) MS risk-associated genes were over-represented in both Ausimmune DNAm modules, A1 3.5-fold (p = 0.004) and A2 3-fold (p = 0.015). Reactome pathways enriched for DNAm had cross-study overlap – 45% of pathways enriched in Ausimmune DNAm modules were also enriched in EIMS (4.82-fold, p < 0.001). Interpretation: EBV, lower vitamin D, low sun exposure, and HLA-DRB1*1501 risk variant act in concert and through common epigenetic pathways to impact MS onset risk. ANN NEUROL 2026;99:341–355.
AB - Objectives: Multiple sclerosis (MS) onset risk factors include Epstein–Barr virus (EBV) indices (including host response), lower serum 25-vitamin D (25(OH)D) levels, low sun exposure, and HLA-DRB1*1501. The underlying molecular mechanisms are unclear. Here, we examined mediation through differential DNA methylation (DNAm) to better understand possible epigenetic programming. Methods: Two case-control studies (Ausimmune Study, Australia = 206 cases + 348 controls; and Epidemiologic Investigations of MS [EIMS], Sweden = 140 cases + 139 controls). DNAm was measured using Illumina arrays. Dimension-reduction methods generated MS-associated DNAm modules. Pathway enrichment analyses were used to describe DNAm modules’ system-level biological characteristics. Individual and joint associations with MS risk were assessed using logistic regression. DNAm module mediation of risk factor-outcome associations were assessed using mediation analysis. A range of temporality analyses were used. Results: EBV indices (infectious mononucleosis history and anti-EBNA IgG titer), lower 25(OH)D, low sun exposure, and HLA-DRB1*1501 risk variant were individually and jointly associated with MS risk. In each study, 2 DNAm modules were found which mediated multiple exposure-MS associations. Proportions mediated ranged from 21 to 47% in Ausimmune and 25 to 53% in EIMS. Results were robust to sensitivity analyses. Top-ranked genomewide association study (GWAS) MS risk-associated genes were over-represented in both Ausimmune DNAm modules, A1 3.5-fold (p = 0.004) and A2 3-fold (p = 0.015). Reactome pathways enriched for DNAm had cross-study overlap – 45% of pathways enriched in Ausimmune DNAm modules were also enriched in EIMS (4.82-fold, p < 0.001). Interpretation: EBV, lower vitamin D, low sun exposure, and HLA-DRB1*1501 risk variant act in concert and through common epigenetic pathways to impact MS onset risk. ANN NEUROL 2026;99:341–355.
UR - https://www.scopus.com/pages/publications/105021384735
U2 - 10.1002/ana.78043
DO - 10.1002/ana.78043
M3 - Article
C2 - 41070760
AN - SCOPUS:105021384735
SN - 0364-5134
VL - 99
SP - 341
EP - 355
JO - Annals of Neurology
JF - Annals of Neurology
IS - 2
ER -